Compare verbal and visual

We regressed compliance on social conformity, approval of the rules, and trust in science. There was a significant effect of conformity (\(b=0.4\), \(t=34\), \(p<.01\)) and of approval (\(b=0.27\), \(t=22\), \(p<.01\)) but not of trust in science (\(b=0\), \(t= 0.8\), \(p=.48\)).

Compare verbal and visual

data.frame(names = c("social\nconformity", "approval",
                     "trust in\nscience"),
           b=c(0.39, 0.27, 0),
           lower = c(0.37, 0.25, -0.03),
           upper = c(0.41, 0.3, 0.02)) %>% 
  ggplot(aes(x=b, y=names)) + 
  geom_vline(xintercept=0,
             color="grey50",
             linetype="dotted")+
  geom_errorbarh(aes(xmin=lower, xmax=upper),
                 height=0.1) +
  geom_point(color="red") + 
  labs(y="Predictors",
       x="Beta (95% CIs)",
       title="Effect on compliance behavior")

It’s not just verbal vs. visual: how much visual?